Christopher McComb

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 34

Top Topics

Top Venues

J. Comput. Inf. Sci. Eng.

BuildSys@SenSys

Publications

Jiangce Chen, Justin Pierce, Glen Williams, Timothy W. Simpson, Nicholas A. Meisel, Sneha Prabha Narra, Christopher McComb
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data. J. Comput. Inf. Sci. Eng. 24 (1) (2024)
Yash Patawari Jain, Daniele Grandi, Allin Groom, Brandon Cramer, Christopher McComb
MSEval: A Dataset for Material Selection in Conceptual Design to Evaluate Algorithmic Models. CoRR (2024)
Jiangce Chen, Wenzhuo Xu, Zeda Xu, Noelia Grande Gutiérrez, Sneha Prabha Narra, Christopher McComb
Data Scoping: Effectively Learning the Evolution of Generic Transport PDEs. CoRR (2024)
Daniele Grandi, Yash Patawari Jain, Allin Groom, Brandon Cramer, Christopher McComb
Evaluating Large Language Models for Material Selection. CoRR (2024)
Kevin Ma, Daniele Grandi, Christopher McComb, Kosa Goucher-Lambert
Exploring the Capabilities of Large Language Models for Generating Diverse Design Solutions. CoRR (2024)
Martha Baldwin, Nicholas A. Meisel, Christopher McComb
Smooth Like Butter: Evaluating Multi-Lattice Transitions in Property-Augmented Latent Spaces. CoRR (2024)
Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
Exploring the Potentials and Challenges of Cyber-Physical-Social Infrastructure Systems for Achieving Human-Centered Objectives. BuildSys@SenSys (2023)
Martha Baldwin, Nicholas A. Meisel, Christopher McComb
Smoothing the Rough Edges: Evaluating Automatically Generated Multi-Lattice Transitions. CoRR (2023)
Adam D. Cobb, Anirban Roy, Daniel Elenius, F. Michael Heim, Brian Swenson, Sydney Whittington, James D. Walker, Theodore Bapty, Joseph Hite, Karthik Ramani, Christopher McComb, Susmit Jha
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs. CoRR (2023)
Maral Doctorarastoo, Katherine A. Flanigan, Mario Bergés, Christopher McComb
Modeling Human Behavior in Cyber-Physical-Social Infrastructure Systems. BuildSys@SenSys (2023)
Martha Baldwin, Nicholas A. Meisel, Christopher McComb
AddLat2D the 2D Lattice Generator. Softw. Impacts 17 (2023)
Kevin Ma, Daniele Grandi, Christopher McComb, Kosa Goucher-Lambert
Conceptual Design Generation Using Large Language Models. CoRR (2023)
Adam B. Cobb, Anirban Roy, Daniel Elenius, F. Michael Heim, Brian Swenson, Sydney Whittington, James D. Walker, Theodore Bapty, Joseph Hite, Karthik Ramani, Christopher McComb, Susmit Jha
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs. NeurIPS (2023)
Wenzhuo Xu, Noelia Grande Gutiérrez, Christopher McComb
MegaFlow2D: A Parametric Dataset for Machine Learning Super-resolution in Computational Fluid Dynamics Simulations. CPS-IoT Week Workshops (2023)
John Martins, Katherine A. Flanigan, Christopher McComb
Skeleton-based Human Action Recognition in a Thermal Comfort Context. BuildSys@SenSys (2023)
Jiangce Chen, Wenzhuo Xu, Martha Baldwin, Björn Nijhuis, Ton van den Boogaard, Noelia Grande Gutiérrez, Sneha Prabha Narra, Christopher McComb
Capturing Local Temperature Evolution during Additive Manufacturing through Fourier Neural Operators. CoRR (2023)
Akash Agrawal, Christopher McComb
Reinforcement Learning for Efficient Design Space Exploration With Variable Fidelity Analysis Models. J. Comput. Inf. Sci. Eng. 23 (4) (2023)
Matthew Li, Christopher McComb
Using Physics-Informed Generative Adversarial Networks to Perform Super-Resolution for Multiphase Fluid Simulations. J. Comput. Inf. Sci. Eng. 22 (4) (2022)
Sebastian Benthall, Christopher D. Carroll, Zachary David, John Liechty, Alan Lujan, Christopher McComb, Nicholas Skar-Gislinge
Simulating Heterogeneous Portfolio Choices and Financial Market Outcomes. AMPM@JURIX (2022)
Glen Williams, Nicholas A. Meisel, Timothy W. Simpson, Christopher McComb
Design for Artificial Intelligence: Proposing a Conceptual Framework Grounded in Data Wrangling. J. Comput. Inf. Sci. Eng. 22 (1) (2022)
Ayush Raina, Jonathan Cagan, Christopher McComb
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search. CoRR (2022)
Torsten Maier, Jessica Menold, Christopher McComb
The Relationship Between Performance and Trust in AI in E-Finance. Frontiers Artif. Intell. 5 (2022)
Alparslan Emrah Bayrak, Christopher McComb, Jonathan Cagan, Kenneth Kotovsky
A strategic decision-making architecture toward hybrid teams for dynamic competitive problems. Decis. Support Syst. 144 (2021)
Harshika Singh, Gaetano Cascini, Christopher McComb
Influencers in design teams: a computational framework to study their impact on idea generation. Artif. Intell. Eng. Des. Anal. Manuf. 35 (3) (2021)
Lucas Puentes, Jonathan Cagan, Christopher McComb
Data-Driven Heuristic Induction From Human Design Behavior. J. Comput. Inf. Sci. Eng. 21 (2) (2021)
Ayush Raina, Lucas Puentes, Jonathan Cagan, Christopher McComb
Goal-Directed Design Agents: Integrating Visual Imitation with One-Step Lookahead Optimization for Generative Design. CoRR (2021)
Torsten Maier, Saeed Abdullah, Christopher McComb, Jessica Menold
A Query Conundrum: The Mental Challenges of Using a Cognitive Assistant. SN Comput. Sci. 2 (3) (2021)
Mohammad Alsager Alzayed, Scarlett R. Miller, Christopher McComb
Empathic creativity: can trait empathy predict creative concept generation and selection? Artif. Intell. Eng. Des. Anal. Manuf. 35 (4) (2021)
Ayush Raina, Jonathan Cagan, Christopher McComb
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces. CoRR (2021)
Snehal Dhengre, Jayant Mathur, Farzaneh Oghazian, Xiaomei Tan, Christopher McComb
Towards Enhanced Creativity in Interface Design through Automated Usability Evaluation. ICCC (2020)
Noriana Radwan, Christopher McComb
Using Adaption-Innovation Theory to Simulate Robustness in Design Teams. ICCC (2020)
Lucas Puentes, Jonathan Cagan, Christopher McComb
Heuristic-Guided Solution Search Through a Two-Tiered Design Grammar. J. Comput. Inf. Sci. Eng. 20 (1) (2020)
Ayush Raina, Christopher McComb, Jonathan Cagan
Learning to design from humans: Imitating human designers through deep learning. CoRR (2019)
Catherine G. P. Berdanier, Eric Baker, Weiqin Wang, Christopher McComb
Opportunities for Natural Language Processing in Qualitative Engineering Education Research: Two Examples. FIE (2018)
Christopher McComb, Pablo S. Santaeufemia, Nathan G. Johnson, Kenji Shimada
Identifying technical and economic improvements to the MoneyMaker Hip pump through multi-objective optimization. GHTC (2014)